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Data Governance Software

Data governance is a key aspect of ensuring data quality and availability. Data governance software help companies manage the data lifecycle, ensure data standards and improve data quality.

With increased availability of data, businesses are increasing their reliance on data which increases the importance of data governance.

To be categorized as data governance software, a product must be able to:

  • Support data lifecycle management (DLM). DLM includes the policies for the flow of data through its lifecycle
  • Outline/implement data governance policies such as standards and compliance requirements
Challengers Specialists Leader s Contenders Market Presence Momentum
Popularity
Satisfaction
Maturity
Pricing

Compare Data Governance Software
Results: 29

AIMultiple is data driven. Evaluate 29 products based on comprehensive, transparent and objective AIMultiple scores. For any of our scores, click the imgicon to learn how it is calculated based on objective data.

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60.92122221836118
61.35870273267285
100
62.06960998357099
0.4423116038708298
56.98389758955616
top5 , top10
top5 , top10
4star
Cloudera
4.00
35
0
100%
= 10 reviews
= 100,000 employees
= 100,000 visitors

47.3228305787138
47.19677792528523
0.036899478378178176
50.20609208783632
0.06481261225854716
48.4573044595709
top10
4star
Triniti Master Data Management
4.33
19
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Visionary organizations have realized that managing master data is a business issue, not an IT problem.

1.045617742548146
0.0740267839922673
0.07380216206198337
0
2.3937573043469267
9.789936369551054
top5 , top10
4star
Teradata Master Data Management (MDM)
3.50
3
2
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Teradata Master Data Management Capabilities. Teradata Master Data Management drives significant ROI using consistent reference data to establish an accurate analytical data foundation.

2.001212456896244
0.0010083877173204811
0
0
0.033612923910682706
20.00304907950656
top10
5star
Clearswift Aneesya
5.00
3
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Data security and information governance solutions. Clearswift Aneesya is regulation ready, secure, scaleable and intelligent.

2.02403216012517
0.0005429780016341052
0
0
0.01809926672113684
20.235434799236995
top10
Verdantis Integrity
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Verdantis Integrity is a highly effective material master data governance tool that helps you achieve an ROI boost

1.9831847642348488
0.007868020816208222
0.25830275925850127
0
0.003964601281772832
19.761035455002617
top10
top10
5star
TMMData
4.50
3
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

TMMData's Foundation platform delivers data integration, data preparation, and data management for accurate, timely business and marketing analytics.

1.9834018999243055
0.0013138331138726235
0.036899478378178176
0
0.006894958750909274
19.822194501218203
top10
Datum Information Value Management
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

2
0
0
0
0
20
top10
Global IDs
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

73.11630515889712
74.07928423495038
0
78.80757864591428
0.005343593031954686
64.44949347441775
top10
4star
Redactor
4.00
67
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

1.8861392851275736
0.01889161183559947
0.627307158957164
0
0.0024132355628182457
18.69136834475534
top10
top10
HubStor
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

19.38008842449974
18.132245527311685
0.036899478378178176
19.287801606733986
0.020167754346409623
30.6106744991922
top10
4star
Trillium Software System
4.30
6
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

92.26117597522548
94.0033210492132
0.11070164044016156
100
0
76.58187030933597
top10
5star
SAS Data Governance
4.50
100
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Comprehensive data governance tools for maintaining consistent data governance policies, processes and owners for your corporate information.

15.170902811835951
12.685998992319842
1.1808121558523448
13.45660577213999
0.0455067277560012
37.53503718748093
top5 , top10
top10
3star
Magnitude MDM (Kalido)
3.00
6
0
1%
= 10 reviews
= 100,000 employees
= 100,000 visitors

2.0031667763378103
0.000915305774183206
0
0
0.03051019247277353
20.02343001141045
top10
nayaEdge
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

nayaEdge is a complete Information Governance, Risk, and Compliance solution that automates enterprise data management, litigation, and compliance

2
0
0
0
0
20
top10
Alation
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

2
0
0
0
0
20
top10
DATUM IVM
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

2
0
0
0
0
20
top10
Infogix Data Governance Suite
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

62.89844606925416
63.46590965628406
0.11070164044016156
64.32190277347964
100
57.79127378598511
top5 , top10
4star
IBM InfoSphere Information Governance Catalog
4.00
38
100
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

3.008892969826186
0.02279473363050605
0
0
0.7598244543502018
29.883777095587305
top5 , top10
Diaku Axon Data Governance
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

1.9992713267269344
0.002611809098731294
0.036899478378178176
0
0.05016082491286496
19.96920698538076
top10
Solix Common Data Platform
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

1.904227528236833
0.015627446032089622
0.5166055185170025
0
0.004309349219318296
18.901628268079524
top10
top10
TopBraid
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

We recognize that in ramping up a data governance program, different organizations may have differing priorities and starting points.

2
0
0
0
0
20
top10
Alex Solutions ALEX 2.23
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

1.9882348191865669
0.00557121644933781
0.1845005971965179
0
0.0012066177814091228
19.832207243821628
top10
top10
Zovy
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

1.9746073306225216
0.017964837048647868
0.5166055185170025
0
0.08222238310459308
19.584389772787382
top10
top10
5star
Collibra Data Governance Center
5.00
3
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Collibra Data Governance Center is an enterprise-wide data governance solution that delivers governance and stewardship capabilities for all data citizens.

1.9990265517104933
0.00255536532002951
0.07380216206198337
0
0.0113766819390003
19.967267229224667
top10
Ensighten Privacy
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Easily prevent data leakage and unauthorized sharing of Personally Identifiable Information (PII) as well as complying with GDPR and other data privacy regulations through MarSec.

1.955475535205389
0.04869371279169524
1.1808121558523448
0
0.4423116038708298
19.11651193692863
top5 , top10
top5 , top10
5star
Cloudera Navigator
5.00
3
0
1%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Learn how your business can manage data and get more done with Cloudera Navigator.

1.1394479529570485
0.14413378982468888
4.797047580165736
0
0.007412080657227468
10.09727542114828
top5 , top10
top10
Okera
null
0
0
4%
= 10 reviews
= 100,000 employees
= 100,000 visitors

62.27489244914885
63.111711035694185
3.6900375863753743
66.39381129412467
19.69424305419093
54.743525170240815
top5 , top10
top5 , top10
4star
SAP Master Data Governance (MDG)
4.00
41
19
3%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Consolidate and centrally govern the master data lifecycle to increase the quality and consistency of information across your organization.

1.9971624714193723
0.0012104087326089844
0.036899478378178176
0
0.003447479375454637
19.960731035600244
top10
Data Excellence Management System
null
0
0
0%
= 10 reviews
= 100,000 employees
= 100,000 visitors

Data Excellence Management System (DEMS) enables organizations to accelerate the maximization of the business value of the strategies and transactions.

Popularity

Searches with brand name

These are the number of queries on search engines which include the brand name of the product. Compared to other product based solutions, data governance software is more concentrated in terms of top 3 companies' share of search queries. Top 3 companies receive 90% (12% more than average) of search queries in this area.

Web Traffic

Data governance software is a highly concentrated solution category in terms of web traffic. Top 3 companies receive 95% (17% more than average solution category) of the online visitors on data governance software company websites.

Satisfaction

Data governance software is highly concentrated in terms of user reviews. Top 3 companies receive 63% (5% more than average solution category) of the reviews on data governance software company websites. Product satisfaction tends to be the same for more popular data governance software products. Average rating for top 3 products is 4.2 vs 4.2 for average data governance software product review.

Challengers Specialists Leader s Contenders Average Review Score Number of Reviews

Maturity

Number of Employees

Median number of employees that provide data governance software is 177 which is 117 more than the median number of employees for the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 22 companies (26 less than average solution category) with >10 employees are offering data governance software. Top 3 products are developed by companies with a total of 0.5-1M employees. However, 2 of these top 3 companies have multiple products so only a portion of this workforce is actually working on these top 3 products.

IBM
SAP
Teradata
Informatica